Young AI Entrepreneurs

Charging for an AI service when your own cost changes every month

Charging for an AI service when your own cost changes every month Per-seat, per-use and outcome pricing each break in a different way when the underlying cost is variable. From the Adonait Digest. Full story: https://www.adonait.com/news/9737

Evals: how you know a change made the product better

Evals: how you know a change made the product better Without a test set you are shipping on vibes, and the third prompt change quietly undoes the first two. From the Adonait Digest. Full story: https://www.adonait.com/news/9787

What to Watch Tonight — Live

Describe the mood, not the title. An AI search for what to watch tonight across Netflix, Disney+, Hulu, Prime Video, Apple TV+ and Peacock. You type what you feel like watching — not a title you already know — and it comes back with the film or series and where it is streaming. WHO IT IS FOR. Anyone who has already scrolled three apps and not started anything. HOW IT MAKES MONEY. Audience and retention for the real-estate site today; streaming affiliate links are the natural next step.

How to Vote in Aventura — Live

The election paperwork, in three steps. A public-service site for the November 3, 2026 Aventura election: how to register, how to request a mail ballot and where to vote, with every deadline verified against the Florida Division of Elections. It asks for nobody’s vote and names no candidate — half of the city’s 21,000 active voters skip a midterm, and the obstacle is usually the paperwork, not the decision. WHO IT IS FOR. Residents who intend to vote and get stopped by a deadline, a form or an address. HOW IT MAKES MONEY. Not monetized. It is civic infrastructure, and it white-labels per city or per campaign.

Dylan Gym — Live

A gym app that works with no signal. A workout app: a short profile becomes a routine drawn from 70 exercises, each one illustrated by movement pattern. Everything lives on the phone — inside a gym there is no signal, and nobody wants to log in between sets. WHO IT IS FOR. Anyone who trains and wants a plan without a subscription, a login or a social feed. HOW IT MAKES MONEY. Free today; white-label for gyms and personal trainers (their exercises, their brand) is the business.

scholarship.adonait.com — Live

Scholarship search that tells you what you’re missing. A scholarship finder with a student profile, a dashboard and a match engine that gives three answers instead of two: you qualify, you don’t qualify, or one of your own data points is missing. A deadline is only shown once a bot has re-read the official page — an out-of-date date is the one thing this portal could do that would actually cost someone a scholarship. WHO IT IS FOR. High-school and college students in the U.S. — and the counselors, parents and community organizations helping them. HOW IT MAKES MONEY. Sponsored listings, partnerships with schools and lenders, and white-label portals for institutions.

Marmax Auto Spa — Live

The whole detailing shop, bookable online. The operating system of a luxury auto-detailing shop in Aventura: online booking that respects how long each service really takes and how many bays exist, monthly memberships, reward points, referrals, a customer portal with service history and before/after photos, and a staff panel that runs the day. WHO IT IS FOR. Detailing shops, hand car washes and mobile detailers that live on the phone, a notebook and a WhatsApp thread. HOW IT MAKES MONEY. Built and run for the shop; white-label subscription per shop, plus the recurring membership revenue it creates for the operator.

Political — Alberto Zaltzberg Campaign — Live

A full campaign platform, not a campaign flyer. The digital platform of the Alberto Zaltzberg campaign for Mayor of Aventura: the full government plan, a public Q&A forum where neighbors ask and get answered, volunteer and pledge sign-up, and the candidate’s book — in 7 languages, in a city where 68% of residents speak a language other than English at home. WHO IT IS FOR. Municipal candidates and local campaigns that need to reach a multilingual electorate and answer it in public. HOW IT MAKES MONEY. Built and operated in-house for the campaign; white-label licensing per campaign for other municipal races.

Adonait Invest — Live

Invest in South Florida real estate. The investment side of Adonait: curated South Florida real-estate opportunities for investors — properties, projected numbers and the resources to invest with confidence, backed by the full Adonait ecosystem and live MLS data. WHO IT IS FOR. Domestic and international investors looking for South Florida real-estate opportunities. HOW IT MAKES MONEY. Commissions, deal referrals and investor services.

Copiloto de Listados — Live

AI listing copilot for realtors. A SaaS AI copilot for realtors: from an MLS number or property details, it instantly generates a compelling listing description, a ready-to-post social caption and a flyer — turning a chore into seconds. WHO IT IS FOR. Realtors and teams who spend hours writing listing copy and social posts. HOW IT MAKES MONEY. Subscription per agent/team and brokerage plans.

Real Estate OS — Live

The operating system for real estate. An all-in-one operating system for real-estate professionals: listings, clients and CRM, transactions, marketing and AI tools — everything an agent or brokerage runs, unified in one platform. WHO IT IS FOR. Agents and brokerages who juggle separate tools for listings, CRM and transactions. HOW IT MAKES MONEY. Subscription per seat/brokerage, premium AI tools and transaction fees.

RE-Agent — Live

Your AI real-estate agent. An AI real-estate assistant on adonait.com: ask about buying, renting or investing, search live listings, and get instant, informed answers — an always-on agent that helps clients and captures leads. WHO IT IS FOR. Buyers, renters and investors who want instant answers — and agents who want 24/7 lead capture. HOW IT MAKES MONEY. Lead generation, agent tools/subscription and conversions to Adonait services.

CYS College — Live

A state-licensed college of Jewish studies. The portal for Chaim Yakov Shlomo College of Jewish Studies: a Florida state-licensed, SEVP-approved (F-1 visa) institution that combines deep Yeshiva textual study with rigorous academic degree pathways — programs, curriculum, admissions and student info in one place. WHO IT IS FOR. Prospective and enrolled students of CYS College, including international (F-1) applicants. HOW IT MAKES MONEY. Tuition and enrollment (institutional); the portal supports admissions and student services.

az-emarketing.com — Live

The AI & digital-marketing incubator. This very incubator: we turn AI and digital-marketing ideas into real products — apply your project, invest, and explore the AZ Labs pipeline, all in one bilingual, Apple-style site with real forms and an AI business-plan generator. WHO IT IS FOR. Founders with AI/marketing ideas, and investors who want early access to a curated pipeline. HOW IT MAKES MONEY. Equity in incubated projects, AI services, and paid engagements.

PropTech OS — Live

Property management, reinvented with AI. A property-management operating system: tenants and leases, rent collection, maintenance, accounting, listings and owner reports — AI-assisted, for landlords and managers of any portfolio size. WHO IT IS FOR. Landlords and property managers who want a modern, AI-assisted alternative to legacy suites. HOW IT MAKES MONEY. Subscription per unit, payment processing, and premium/AI modules.

first.adonait.com — Live

Gen-Z coach to a first home. A Gen-Z coach for buying a first home: a readiness score, a gamified down-payment savings plan, Florida grants and credit tips, a step-by-step roadmap and first-buyer listings. WHO IT IS FOR. Gen-Z and millennial first-time home buyers. HOW IT MAKES MONEY. Buyer leads, lender referrals and brokerage commissions.

cruise.adonait.com — Live

Your day in Miami, port to keys. The Miami-for-cruisers guide: an AI hour-by-hour itinerary, a live passenger community, port do/avoid tips, deals and Miami real estate for those who fall in love with the city. WHO IT IS FOR. Cruise passengers with a day in Miami — and future buyers. HOW IT MAKES MONEY. Deals/affiliates, tourism partners and real-estate leads.

reit.adonait.com — Demo

Fractional real-estate investing (demo). An educational demo of fractional real-estate investing: explore funds, build a sample portfolio and review performance. Not an offer of securities. WHO IT IS FOR. Investors curious about fractional real estate. HOW IT MAKES MONEY. Concept demo for capital-raise conversations (no live securities).

rent.adonait.com — Live

Rentals + moving concierge. Pairs South Florida rentals with a full moving concierge: neighborhood insights (walk, transit, safety, schools), a smart move-in checklist and every setup service in one place. WHO IT IS FOR. Renters and people relocating to South Florida. HOW IT MAKES MONEY. Rental leads, service referrals and brokerage fees.

short.adonait.com — Live

Short-term rental optimizer. Underwrite short-term rentals: ADR, RevPAR and cap-rate analytics, income calculators, local compliance and the events calendar that moves nightly rates. WHO IT IS FOR. STR investors and hosts evaluating Airbnb/VRBO returns. HOW IT MAKES MONEY. Investor leads, brokerage commissions and premium analytics.

dock.adonait.com — Live

Waterfront homes, docks & boats. The waterfront marketplace of South Florida: homes with private docks, boat slips for rent and sale, boats and yachts, live marine weather and navigation, and a marina directory. WHO IT IS FOR. Boaters and waterfront buyers, sellers and renters. HOW IT MAKES MONEY. Home & slip leads, brokerage commissions and boat listing fees.

land.adonait.com — Live

Land buildability & feasibility. Turns any lot into a full buildability report: zoning, utilities, what you can build, a construction budget, an editable feasibility calculator and a contractors directory. WHO IT IS FOR. Developers, builders and land investors evaluating lots. HOW IT MAKES MONEY. Developer/investor leads, brokerage commissions and report upsells.

deals.adonait.com — Live

Real-estate deal intelligence. Scores live South Florida MLS listings 1–100 so investors and buyers spot underpriced properties fast, with full property sheets, comps and instant contact. WHO IT IS FOR. Investors, flippers and buyers hunting undervalued South Florida property. HOW IT MAKES MONEY. Buyer/investor leads, brokerage commissions and premium alerts.

Adonait Operative System — Live

All-in-one property, condo & HOA operations. An operating system for condominiums and HOAs: residents and units, dues and payments, maintenance requests, amenity reservations, announcements, documents and board tools — with AI assistance. WHO IT IS FOR. Condo boards, HOA managers and property managers who juggle spreadsheets and chats. HOW IT MAKES MONEY. Subscription per building/unit, payment processing and premium modules.

Roshym — Live

Run events end-to-end. An events platform to create and run experiences: home, vendors and orders, live reports, dinners and more — everything an organizer needs in one place. WHO IT IS FOR. Event organizers, venues and vendors who want one tool to run and monetize an event. HOW IT MAKES MONEY. Per-event fees, vendor commissions, payments/Coin and premium features.

Cormillot — Live

An AI nutrition avatar that talks to you. A conversational AI nutrition avatar: ask about food, habits and weight, and get answers by voice and text — a friendly coach available any time. WHO IT IS FOR. People who want accessible, always-on nutrition guidance in their own language. HOW IT MAKES MONEY. Subscription, premium plans, brand partnerships and white-label for clinics.

Star Map — Live

The night sky of your special moment. A custom star-map poster showing the exact night sky from any place and date — a birth, a wedding, a first date — turned into printable wall art you can keep or gift. WHO IT IS FOR. People marking a special date — couples, new parents, anniversaries — looking for a meaningful gift. HOW IT MAKES MONEY. Per-poster sales (digital + print), upsells (size, frame) and gifting bundles.

Custom City Map — Live

Your city, as personalized wall art. A custom city-map poster: pick any city or neighborhood, choose the style and colors, add your text, and get printable wall art of the place that means something to you. WHO IT IS FOR. People who want meaningful décor or a personal gift — a hometown, a first apartment, a favorite trip. HOW IT MAKES MONEY. Per-poster sales (digital + print), upsells (size, frame), and gifting bundles.

Adonait Business Network — Live

One professional per category, per area. Referral networking groups by area, in the BNI model: each chapter admits a single professional per category — that seat is the product. Fixed meeting, referrals tracked until they close, 1-to-1s, closed business in dollars and a chapter scoreboard. Ten founding chapters across Miami-Dade and Broward, a public page per chapter and SEO landings for all 110 categories. WHO IT IS FOR. Independent professionals who live on referrals: accountants, lawyers, insurance agents, contractors, realtors, mortgage brokers. HOW IT MAKES MONEY. Three tiers: free visitor, USD 9.99/mo member (the category seat), and a Pro tier for a seat in up to five chapters at once.

social.adonait.com — Live

The social network for realtors. A social network for realtors: feed, listings, referrals, CRM, market reports and AI tools — plus onboarding for residents, pros and businesses, and contact migration and invites. WHO IT IS FOR. Realtors and real-estate pros — plus residents and local businesses who join the network. HOW IT MAKES MONEY. Pro subscriptions, referral fees, premium AI tools and business listings.